Three-layer architecture powering intelligence infrastructure.
Data Flow
500K+ Products
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Data Layer — Agent-driven crawlers collecting and storing data from external sources.
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Intelligence Layer — Data cleansing, normalization, and agent-level competitive mapping.
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Interface Layer — Query engine and protocols enabling human/agent interaction.
AI-Powered Market Intelligence
Transform raw market data into strategic decisions. Our proprietary methodology turns 500K+ products into actionable competitive intelligence.
500K+
Products Analyzed
10K+
Brand Profiles
16
Analysis Dimensions
1B+
Consumer Reviews
Build statistical profiles across pricing, ingredients, claims, and formats to understand brand positioning.
Find true competitors through statistical similarity, then discover what makes winners succeed.
Find the intersection of market gaps, consumer demand, and your competitive advantage.
Identify which brands use similar ingredients. Build targeted prospect lists with data-backed insights.
Benchmark against competitors. Discover white space opportunities before launching new products.
Win proposals with market-backed formulation recommendations and pricing intelligence.
10
Knowledge Realms
7
Data Sources
Weekly
Data Refresh
10yr+
Industry Expertise